@article{umap,
  title={UMAP: Uniform manifold approximation and projection for dimension reduction},
  author={McInnes, Leland and Healy, John and Melville, James},
  journal={arXiv preprint arXiv:1802.03426},
  year={2018}
}

@article{matplotlib,
  Author    = {Hunter, J. D.},
  Title     = {Matplotlib: A 2D graphics environment},
  Journal   = {Computing in Science \& Engineering},
  Volume    = {9},
  Number    = {3},
  Pages     = {90--95},
  abstract  = {Matplotlib is a 2D graphics package used for Python for
  application development, interactive scripting, and publication-quality
  image generation across user interfaces and operating systems.},
  publisher = {IEEE COMPUTER SOC},
  doi       = {10.1109/MCSE.2007.55},
  year      = 2007
}

@article{bertopic,
  title={BERTopic: Neural topic modeling with a class-based TF-IDF procedure},
  author={Grootendorst, Maarten},
  journal={arXiv preprint arXiv:2203.05794},
  year={2022}
}

@article{cord19,
  title={CORD-19: The covid-19 open research dataset},
  author={Wang, Lucy Lu and Lo, Kyle and Chandrasekhar, Yoganand and Reas, Russell and Yang, Jiangjiang and Burdick, Douglas and Eide, Darrin and Funk, Kathryn and Katsis, Yannis and Kinney, Rodney and others},
  journal={ArXiv},
  year={2020},
  publisher={ArXiv}
}

@software{datashader,
  author       = {James A. Bednar and
                  Joseph Crail and
                  Ian Thomas and
                  Jim Crist-Harif and
                  Philipp Rudiger and
                  Greg Brener and
                  Chris B and
                  Jon Mease and
                  Julia Signell and
                  Maxime Liquet and
                  Jean-Luc Stevens and
                  Brendan Collins and
                  Simon Høxbro Hansen and
                  thuydotm and
                  Ajay Thorve and
                  esc and
                  kbowen and
                  Nezar Abdennur and
                  Oleg Smirnov and
                  maihde and
                  Adam Hawley and
                  Andrii Oriekhov and
                  Aron Ahmadia and
                  Barry A Bragg Jr and
                  Carlos H Brandt and
                  Clemens Tolboom and
                  Enno G. and
                  Erik Welch and
                  James Bourbeau and
                  Johannes Jörg Schmidt},
  title        = {holoviz/datashader: Version 0.16.0},
  month        = oct,
  year         = 2023,
  publisher    = {Zenodo},
  version      = {v0.16.0},
  doi          = {10.5281/zenodo.10044690},
  url          = {https://doi.org/10.5281/zenodo.10044690}
}
@misc{thisnotthat,
  author = {Hamelin, Benoit and Healy, John and McInnes, Leland},
  title = {ThisNotThat: Interactive data maps},
  year = {2022},
  publisher = {GitHub},
  journal = {GitHub repository},
  url = {https://github.com/TutteInstitute/thisnotthat}
}